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Applied and Environmental Microbiology, June 1999, p. 2784-2788, Vol. 65, No. 6
0099-2240/99/$04.00+0
Copyright © 1999, American Society for Microbiology. All rights reserved.
Optimization of Simultaneous Chemical and
Biological Mineralization of Perchloroethylene
Fatih
Büyüksönmez,1
Thomas F.
Hess,1,*
Ronald L.
Crawford,1
Andrzej
Paszczynski,1 and
Richard J.
Watts2
Center for Hazardous Waste Remediation
Research, University of Idaho, Moscow, Idaho
83844,1 and Department of Civil and
Environmental Engineering, Washington State University, Pullman,
Washington 991642
Received 20 October 1998/Accepted 10 March 1999
 |
ABSTRACT |
Optimization of the simultaneous chemical and biological
mineralization of perchloroethylene (PCE) by modified Fenton's reagent and Xanthobacter flavus was investigated by using a central
composite rotatable experimental design. Concentrations of PCE,
hydrogen peroxide, and ferrous iron and the microbial cell number were set as variables. Percent mineralization of PCE to CO2 was
investigated as a response. A second-order, quadratic response surface
model was generated and fit the data adequately, with a correlation coefficient of 0.72. Analysis of the results showed that the PCE concentration had no significant effect within the tested boundaries of
the model, while the other variables, hydrogen peroxide and iron
concentrations and cell number, were significant at
= 0.05 for the
mineralization of PCE. The 14C radiotracer studies showed
that the simultaneous chemical and biological reactions increased the
extent of mineralization of PCE by more than 10% over stand-alone
Fenton reactions.
 |
TEXT |
Halogenated organic chemicals have
been introduced into the environment from a variety of sources,
including the improper disposal of degreasers and solvents
(14). Many of the halogenated compounds, such as
perchloroethylene (PCE) and carbon tetrachloride, are persistent in the
environment due to their resistance to microbial degradation and their
toxicity to microorganisms. For the treatment of these recalcitrant
compounds, a number of chemical processes have been investigated,
including oxidation by Fenton's reagent. Compound degradation by
Fenton's reagent may yield (i) partial mineralization (15),
(ii) lowered toxicity (1), and (iii) increased
susceptibility to biodegradation (4). Owing to their ability
to lower the toxicity and increase the biodegradability of the parent
compounds, chemical reactions have been coupled in sequence with
biological reactions and have been the subject of much recent research.
An extensive review is available elsewhere (19). However,
the investigation of simultaneous chemical and biological
transformation processes has received little attention. Simultaneous
processes could have both economic and process advantages if applied to
industrial pollution or in situ hazardous waste treatment in the environment.
Fenton (8) discovered the strong oxidizing power of mixtures
of hydrogen peroxide and ferrous iron solutions. Haber and Weiss
(10) later identified the oxidizing element in Fenton's reagent as a hydroxyl radical. The hydroxyl radical is a nonspecific, strong oxidant which reacts with most organic and biological molecules at near diffusion-controlled rates (>109 M
1
s
1) (7, 12). The classic Fenton's reaction
involves the addition of dilute hydrogen peroxide to a degassed, acidic
ferrous iron solution, which generates hydroxyl radicals (equation 1).
The degradation of organic chemicals by hydroxyl radicals then proceeds via hydroxylation, hydrogen atom abstraction, or dimerization (21).
|
(1)
|
Some environmental applications of Fenton's reagent involve
reaction modifications, including the use of high concentrations of
hydrogen peroxide, the substitution of different catalysts such as
ferric iron and naturally occurring iron oxides, and the use of
phosphate-buffered media and metal-chelating agents. These conditions,
although not as stoichiometrically efficient as the standard Fenton's
reactions, are often necessary to treat industrial waste streams and
contaminants in soils and groundwater (20).
As a part of our overall simultaneous chemical and biological
transformation study, PCE was chosen as a probe compound for experimental investigation. PCE was known to be degraded by Fenton's reagent, yielding dichloroacetic acid (DCAA) (14, 18), a
readily biodegradable compound. A major obstacle to combining the
chemical and microbial reactions simultaneously was the toxicity of
Fenton's reagent to microorganisms. We previously showed that the
toxic effects of Fenton's reagent were sufficiently reduced by
preacclimation of microorganisms to high concentrations of hydrogen
peroxide, thereby allowing a significant number of microorganisms to
survive throughout the course of treatment (3). In a later
study, we investigated coexisting chemical and biological reactions
used for mineralization of PCE (2). The results of that
study, with 14C-labeled PCE, showed that the addition of
microorganisms increased the extent of mineralization of PCE by more
than 10% over that of a noninoculated control. This finding suggested
that chemical and biological reactions could coexist and might be a
viable alternative for the treatment of wastewaters containing PCE. In
the present study, we investigated the effects of variables of
coexistent chemical and biological reactions (concentrations of PCE,
hydrogen peroxide, and ferrous iron and the initial cell number) on
mineralization of PCE.
Chemicals.
PCE and DCAA-sodium salt were purchased from
Aldrich Chemical Co. (Milwaukee, Wis.); 14C[1-2]-PCE was
obtained from Sigma Chemical Co. (St. Louis, Mo.); hydrogen peroxide
(30%) was purchased from Fisher Scientific (Fair Lawn, N.J.); and
Ecolite scintillation cocktail was purchased from ICN Pharmaceuticals
(Costa Mesa, Calif.). Carbo-Sorb was obtained from Packard Instruments
(Meriden, Conn.), and Ready Organic was purchased from Beckman
(Fullerton, Calif.).
Organism and culture conditions.
A hydrogen peroxide-resistant
strain of Xanthobacter flavus FB71 (3) was used
for the biotransformation of DCAA, the major product of PCE degradation
by modified Fenton's reagent (14, 18). Cells were grown in
a continuous-flow fermentor (New Brunswick Scientific BioFlo III) in a
1.5-liter volume, at steady state, with growth medium replacement at a
rate of 1 liter per day at 30°C. The fermentor was stirred at 200 rpm
and aerated with 3 liters of sterile air flow per min. One liter of
medium contained 300 mg of DCAA per liter, 200 mg of
H2O2 per liter, 3.4 g of
Na2HPO4, 1.5 g of
KH2PO4, 0.25 g of NaCl, 0.5 g of
NH4Cl, 0.12 g of MgSO4, 5.55 mg of
CaCl2, 2 ml of Wolfe's mineral solution (9),
and 2 ml of vitamin supplement solution containing 50 mg each of
biotin, thiamine HCl, and nicotinic acid per liter.
Experimental design.
In order to decrease the number of
experiments while maintaining statistical significance, a central
composite, rotatable experimental design was developed as outlined by
Cochran and Cox (5). The four-level design, shown in Table
1, included PCE, H2O2, and Fe(II)-chelate concentrations and the
initial cell number as the experimental variables. The percent
mineralization, determined by radiotracer analysis, was the response
measured. In addition, microbial survival at the end of the each
experimental point was surveyed qualitatively by using nutrient agar
plates and the spread plate technique. The design contained three
blocks of experiments based on a second-order design. Block 1 was
a 23 factorial design that formed the first-order
portion of the design. Block 2 provided the "star" points, which
provided the second-order portion of the design, and block 3 was
defined as the center of the experimental design, providing an estimate
of the error of the measurements.
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TABLE 1.
Experimental design and results of 14C
radiotracer experiments for the investigation of response surfaces
describing the effects of the variables of PCE, hydrogen peroxide, and
ferrous iron concentration and the cell number on the mineralization of
PCE by simultaneous chemical and biological reactions
|
|
Experimental setup and 14C radiotracer
experiments.
Experiments were performed according to the
experimental design outlined in Table 1 and according to the procedures
given below. In order to minimize the autooxidation of ferrous iron and
the loss of PCE by volatilization, the experimental order was as
follows: (i) 55-ml serum bottles were filled with M9 buffer solution
and distilled water so that the final solution would result in
half-strength M9 buffer solution in 40 ml; (ii) hydrogen peroxide was
added; (iii) microorganisms were added (except for controls); (iv)
bottles were crimped; (v) PCE was added with a syringe to a resulting
concentration of 5 mg/liter; and (vi) reactions were initiated by the
addition of Fe(II)-nitrilotriacetic acid (NTA) solution. (Ferrous iron
solution [10 mM] was prepared anaerobically by using 100 mM NTA
solution degassed for 15 min with a 10-ml/min flow each of nitrogen and
hydrogen.) The bottles were then incubated on a rotary platform shaker
at 200 rpm at an ambient temperature for 72 h. Hydrogen peroxide
and ferrous iron solutions were added every hour as indicated in Table
1 for the first 5 h of the experiments.
At the end of 72 h of incubation, aliquots for microbial survival
were withdrawn by a syringe and spread on nutrient agar
plates. The
remaining medium was acidified by the addition of
1.5 N HCl and purged
with nitrogen at the flow rate of 60 ml/min
for 30 min by using the
purge and trap apparatus shown in Fig.
1.
Volatile organic compounds were captured in three organic traps
containing 15 ml of Ready Organic scintillation cocktail and analyzed
directly for radioactivity. Carbon dioxide was captured by one
15-ml
Carbo-Sorb trap, and 1 ml of this was transferred into Ecolite
scintillation cocktail prior to counting. One milliliter of the
remaining medium was mixed with 1 ml of cell solubilizer and incubated
at 45°C for 30 min. The bottles were cooled for approximately
15 min
prior to the addition of 15 ml of Ecolite scintillation
cocktail for
counting. All samples were counted with a Packard
Tri-Carb 2100TR
liquid scintillation counter by using
14C protocol. Counts
per minute were converted to disintegrations
per minute by using an
efficiency plot for known
14C quench standards and a
spectral index of the sample number.
Results and discussion.
The results of the experiments, the
observed percent PCE mineralization, along with the experimental
variable values, are shown in Table 1. A statistical analysis software
package (JMP version 3.2, professional edition; SAS Institute, Inc.,
Cary, N.C.) was used to analyze the results, provide estimated
mineralization values based on a second-order model fit to the data
(Table 1), and generate response surface plots. A second-order model,
typical for response surface equations (5), was reduced to
the following form based on the results of this experimentation:
|
(2)
|
where I is the intercept, C is the initial cell number (log cell
number), H is the hydrogen peroxide concentration (in milligrams
per
liter), F is the ferrous iron concentration (millimolar),
and a, b, c,
d, e, and f are the coefficients of the experimental
variables.
Coefficients of the second-order model variables and
the corresponding
standard errors are given in Table
2. All
model
terms were analyzed by
t test, and any term found to
be insignificant
at

= 0.05 was excluded from the model. Although
PCE was set
as a variable in the preparation of the model, the
statistical
analysis showed that the concentration of PCE, within the
tested
boundaries of the model, had no significant effect on the model.
In addition, all cross terms (e.g., F × C) were found to be
statistically
insignificant. It should be noted that the experimental
points
1, 2, and 3 from Table
1 had to be rerun due to procedural
problems
that occurred during the original experimental run. Three
control
experiments on the center location (Table
1) were conducted in
parallel with the repeated points to check for their validity.
The mean
and standard error values of additional controls (data
not shown) were
within the range of the original experiments,
leading to the conclusion
that the rerun points were valid.
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TABLE 2.
Parameter estimates for the second-order response surface
equation (see text, equation 2) describing simultaneous chemical and
biological mineralization of PCE
|
|
The regression analysis of the experimental results against estimated
values using the model showed a corresponding coefficient
of
correlation (R
2) of 0.72 (Fig.
2). Furthermore, based on the lack-of-fit
analysis
(Table
3), the second-order
response model appeared to adequately
fit the data; comparison of mean
squares for the lack-of-fit and
error terms showed values of similar
order, indicating an adequate
model fit (
5). The optimal
solution, concentrations of variables
yielding the highest predicted
mineralization of 62% within the
boundaries of the tested model, were
as follows: 10
4.2 cells/ml, 77 mg of hydrogen peroxide per
liter, and 0.33 mM iron(II).

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FIG. 2.
Regression plot of observed data against predicted
values from the second-order response surface model describing
simultaneous chemical and biological mineralization of PCE.
|
|
In order to elucidate clearly the effects of the presence of
microorganisms, sterile experiments with five replicate samples
were
included in the analysis, with the results given in Table
1. One of the
datum points was determined to be an outlier by
using Chauveret's
criterion, as described by Huggins (
13), at

= 0.05 and
was excluded from the calculations and Table
2.
The mean mineralization
in the absence of microorganisms was found
to be 44.6%, with the
standard error of 1.13, which was substantially
lower than the
mineralization obtained under the same conditions
in the presence of
microorganisms (54.3 ± 1.99%). These results
statistically show
that the extent of mineralization of PCE in
simultaneous chemical and
biological systems was increased by
the presence of microorganisms.
Moreover, the differences in mineralization
results, with or without
microorganisms, are in accordance with
our previous study where we
showed the coexistent chemical and
biological mineralization of PCE
with respect to time in a similar
experimental setup (
2).
The typical response surface plot of the second-order model, generated
by keeping one of the variables constant at the vicinity
of the optimal
point of the corresponding variable, is shown in
Fig.
3. The extent of both PCE degradation and
mineralization,
as expected, decreased when the cell number increased
beyond the
optimal point, perhaps due to increasing cell populations
which
became a sink for hydrogen peroxide and the free radicals formed
due to enzymatic quenching. The results showed that when the hydrogen
peroxide concentration exceeded the optimum of 77 mg/liter, the
extent
of mineralization decreased slightly. This phenomenon may
be attributed
to (i) the lethal effect of high concentrations
of hydrogen peroxide to
microorganisms or (ii) the formation of
other reactive oxygen species
such as HO
2· (hydroperoxyl radical) and
O
2
(superoxide) from the excess hydrogen
peroxide (
11,
16).

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FIG. 3.
Response surface plot for simultaneous chemical and
biological mineralization of PCE at a ferrous iron concentration of ca.
0.3 mM.
|
|
Another observation on the effect of hydrogen peroxide was the partial
degradation and mineralization of PCE even with no
added hydrogen
peroxide (Table
1, Fig.
3). Cohen (
6) reported
a series of
reactions, in buffered, aerobic systems, yielding
hydroxyl radicals and
superoxide. In addition to the reaction
sequences documented by Cohen
(
6), a further possible explanation
for the observed results
is the in vivo generation of reactive
oxygen species (superoxide and
hydroxyl radical) during the reduction
of molecular oxygen to water
(
17). Excess ferrous iron concentrations
can also act as a
sink for hydroxyl radicals (
6), generating
Fe(III), and may
be a final possible explanation for the decrease
in PCE mineralization
with peroxide and iron concentrations greater
than the optimal
point.
The results of this study confirmed that chemical and biological
reactions used for the mineralization of PCE were coexistent.
The three
statistically significant variables of the hydrogen
peroxide and
ferrous iron concentrations and the initial cell
number showed optimal
values, giving maximum PCE mineralization
within the ranges studied. A
fourth variable, the PCE concentration,
was found to be statistically
insignificant and did not affect
mineralization extent. Although
explanations for the experimental
results were discussed in relation to
values and mechanisms in
the literature, further investigation is
needed to clearly understand
the combined chemical and biological
interactions. For instance,
the effects and interactions of medium
formulations, such as vitamins
and minerals, need to be investigated
and optimized for PCE mineralization
extent. Finally, for simultaneous
abiotic and biotic reactions
to be of practical use, the economics of
the process need to be
developed in relation to currently accepted
active remediation
schemes.
 |
ACKNOWLEDGMENTS |
This research was supported by National Science Foundation grant
9613258 from a joint program of the National Science Foundation and
U.S. Environmental Protection Agency.
 |
FOOTNOTES |
*
Corresponding author. Mailing address: Center for
Hazardous Waste Remediation and Research, University of Idaho, Moscow,
ID 83844-0904. Phone: (208) 885-7461. Fax: (208) 885-7908. E-mail: tfhess{at}uidaho.edu.
Publication number 99301 of the Idaho Agricultural Experiment Station.
 |
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Applied and Environmental Microbiology, June 1999, p. 2784-2788, Vol. 65, No. 6
0099-2240/99/$04.00+0
Copyright © 1999, American Society for Microbiology. All rights reserved.
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